Title :
Novel multi-stage simulated annealing for optimal placement of PMUs in conjunction with conventional measurements
Author :
Gopakumar, Pathirikkat ; Reddy, Maddikara Jaya Bharata ; Mohanta, Dusmanta Kumar
Author_Institution :
Dept. of EEE, Nat. Inst. of Technol., Tiruchurappalli, India
Abstract :
Power grid monitoring plays a vital role in stable and secure power transfer from generating stations to customer load points. Incorporation of synchrophasor measurement units like phasor measurement units (PMUs) can enhance the present power grid monitoring system. The high cost of PMUs summons the optimal use of these units to achieve complete observability of the power grid network. This paper presents a novel Multi-Stage Simulated Annealing algorithm for the joint placement of PMUs along with the existing conventional measurement units in the power grid network. The proposed multi-stage optimization method enables Simulated Annealing to reach the optimal point faster than conventional Simulated Annealing methods. The controlled uphill movements during various stages facilitate to obtain best possible solution.
Keywords :
load (electric); phasor measurement; power grids; power system security; simulated annealing; PMU optimal placement; customer load point; generating station; multistage simulated annealing algorithm; phasor measurement unit; power grid monitoring system; power grid network; power transfer security; synchrophasor measurement unit; Fluid flow measurement; Measurement units; Observability; Phasor measurement units; Power grids; Power measurement; Optimal Placement; Phasor Measurement Units (PMUs); Simulated Annealing (SA); Western Region Indian Power grid;
Conference_Titel :
Environment and Electrical Engineering (EEEIC), 2013 12th International Conference on
Conference_Location :
Wroclaw
Print_ISBN :
978-1-4673-3060-2
DOI :
10.1109/EEEIC.2013.6549625